TealTiger governance starts with a contract-first, deterministic foundation. Governance is not an afterthought or an advisory layer — it is a system property.
Why Foundations Matter
Without foundations, governance becomes probabilistic, inconsistent, and impossible to audit.
- Ad-hoc rules
- Inconsistent decisions
- Audit gaps
- Compliance failure
- Explicit contracts
- Deterministic decisions
- Versioned evidence
- Verifiable assurance
TealTiger establishes explicit contracts that define what agents are allowed to do before execution begins.
Core Principles
1. Determinism by Design
Every governance decision produces the same outcome for the same inputs. No probabilistic behavior, no silent drift, no “it depends.”
This is the property that makes governance trustworthy at scale:
- Same request + same policy version + same context = same decision
- Exceptions are explicit, scoped, and recorded
- A deny is not a suggestion — it is a stop condition
2. Contract-First Enforcement
Governance rules are declared, versioned, and frozen before deployment. Contracts define:
- What tools an agent may use
- What data it may access
- What cost boundaries apply
- When human approval is required
3. Policy as Infrastructure
Governance policies are deployed alongside code, not embedded in prompts. They are:
- Versioned — tied to specific releases
- Testable — validated before deployment
- Auditable — every change is traceable
4. Enforcement Over Observation
Logging tells you what happened. Governance decides what is allowed to happen. TealTiger enforces at decision boundaries — not in dashboards.
What TealTiger Enforces
| Domain | What is governed | How |
|---|---|---|
| Tools | Which tools an agent may invoke | Allowlists, parameter constraints, approval gates |
| Data | What data can be read or emitted | Source control, purpose binding, redaction |
| Cost | How much an agent can spend | Budget ceilings, step limits, loop breakers |
| Models | Which models are approved | Model allowlists, task-type bindings |
| Risk | What risk levels are acceptable | Risk scoring, threshold enforcement |
The Foundation Stack
Every governance domain — runtime, security, data, cost, compliance — builds on these foundations. Without them, controls are fragile. With them, governance becomes repeatable, testable, and auditable.
Outcome
Organizations that adopt contract-first governance gain:
- Predictability — behavior is defined before deployment
- Accountability — every decision is traceable to a policy version
- Scalability — governance scales with autonomy, not against it
- Auditability — evidence is generated by design, not reconstructed
Related
- Runtime Governance — How contracts are enforced during execution
- Evidence & Audit — How decisions produce verifiable proof
- Governance Frameworks — How foundations map to standards